Video & Animation

Non-animation creative direction for HyperFrames videos. Use for design spec (frame.md / design.md) handling, palettes, typography, narration, beat planning, audio-reactive visuals, composition patterns, and brand / style decisions. For atomic motion patterns and scene blueprints, use `hyperframes-animation`.

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Search, install, and wire registry blocks and components into HyperFrames compositions. Use BEFORE hand-building any named visual — whenever a brief, a user, or a storyboard names a look, effect, treatment, or transition such as CRT scanlines, glitch, chromatic aberration, film grain, a shimmer sweep, a chart, a code or terminal window, a map, or a confetti burst — because roughly 400 hosted items already cover many of them and the search ranks all of them with nothing installed, no project, and no account. Also use when running hyperframes add or hyperframes catalog, installing one item or every block matching a tag, wiring an installed item into index.html, or working with hyperframes.json. Covers discovery, install locations, block sub-composition wiring, component snippet merging, and authoring a new block or component to contribute upstream (idea → scaffold → validate → PR).

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All animation knowledge for HyperFrames — atomic motion rules, multi-phase scene blueprints, scene transitions, broader motion-design techniques, AND the seven runtime adapters (GSAP default, plus Lottie, Three.js, Anime.js, CSS keyframes, Web Animations API, TypeGPU). Use for any motion or animation task: pick 2-4 rules and compose, or load a blueprint, or look up runtime-specific API (e.g. GSAP eases / Lottie player / Three.js mixer). Also covers auditing an existing composition

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Import Figma content into a HyperFrames composition — rendered assets, brand tokens, components, storyboard sections → reconstructed motion (frames read as states, not slides) (REST/CLI), connector-assisted motion when available, and shaders from a connector or native export. Use when the user pastes a figma.com link or asks to bring a Figma design, frame, logo, brand, or animation into a video/composition.

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Turn a speech-led video into two complete story edits based on a retained viral reference. Transcribe with local Whisper, present two full text flows for user approval, then edit and export both in CapCut. Use for 爆紅格式、兩個 flow、先審文字再剪片, especially Cantonese personal-brand videos.

Turn arbitrary text — an article, notes, a topic, a brief — into a faceless explainer video: there is no site or footage to capture, so the visuals are invented per scene (typography, abstract graphics, diagrams, data-viz). Use for topic explainers, concept breakdowns, how-tos, listicles. Not a video built from a website (/product-launch-video — promo or tour). Unclear → /hyperframes.

AI Video Studio — Generate and assemble AI video assets with Seedance 2.0, Fish Audio, FFmpeg, CapCut/Jianying drafts, multilingual storyboards, and the scenario-based `drama` pipeline. Use when the user explicitly requests Seedance generation, AI B-roll, short drama, Fish Audio TTS, CapCut/Jianying drafts, multilingual AI variants, or names AI Video Studio. Route general multi-stage video work through video-production-orchestrator, real-footage editing through video-use, and cinematic product/UI films through video-shotcraft.

Faceless frozen-diorama AI videos

AI short video production pipeline

Audience simulation for short-form clips

YouTube Shorts / TikTok AI video skill

Design exaggeration techniques and contrast pairings for a TikTok/UGC

Regroup CapCut template-backed caption word timing metadata and remove filler tokens in CapCut desktop draft JSON. Use when Chinese subtitles, auto-scrolling captions, karaoke/highlight templates, or word-by-word effects split real words apart, show character-level chunks, or need filler words like 呃 removed while preserving compact text-template tracks.

Assign a delivering persona and an independent physical scene to a

Fill a UGC ad-generation template with product/persona/scene variables

Generate platform-native search phrases for sourcing TikTok/UGC visual

Split a TikTok/UGC voiceover script (English or Spanish plain text)

TikTok/UGC 创意生产流水线总入口。双模式：任务前路由（你的问题该用哪个

把一条或多条本地参考视频反推成可验证、可生成、可在 Agent 对话中直接审阅的原片、镜头帧板、资产库和分段生成方案。用户说‘反推这条视频’‘反推这几个视频’‘这个视频怎么复刻’‘把视频拆成提示词’‘reverse this video’或需要视频复刻前拉片、证据提取、反推包审计时使用；不用于直接生成视频、发布素材、通用剪辑或字幕烧录。